Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-08 1.131767 1.378360 1.695518 2.146779 2.796802 3.743424 5.324637
2025-06-15 0.831561 1.111194 1.528878 2.248876 3.593652 6.400814 14.647524
2025-06-22 0.662422 0.934994 1.381505 2.258142 4.258926 10.112999 47.250916
2025-06-29 0.549151 0.802758 1.244261 2.194034 4.726471 14.867372 236.987618
2025-07-06 0.474217 0.712152 1.146648 2.154459 5.242468 22.542467 344752.567360
2025-07-13 0.440670 0.683523 1.153755 2.355499 6.836679 53.270540 NaN
2025-07-20 0.406611 0.646221 1.131527 2.472765 8.435118 147.475350 NaN
2025-07-27 0.370838 0.598989 1.075364 2.466318 9.540260 460.276555 NaN
2025-08-03 0.336389 0.548991 1.001696 2.372506 10.038047 1734.330404 NaN
2025-08-10 0.315370 0.522484 0.976405 2.428395 11.892848 NaN NaN
2025-08-17 0.300368 0.505870 0.970865 2.554601 15.075117 NaN NaN
2025-08-24 0.282047 0.479920 0.936780 2.557717 17.264793 NaN NaN
2025-08-31 0.261289 0.447055 0.880655 2.453985 17.923632 NaN NaN
2025-09-07 0.250835 0.435118 0.877229 2.577025 23.513202 NaN NaN
2025-09-14 0.237809 0.416079 0.851224 2.588077 27.746401 NaN NaN
2025-09-21 0.223577 0.392962 0.810247 2.509940 29.562272 NaN NaN
2025-09-28 0.211651 0.373915 0.777844 2.461831 32.507991 NaN NaN
2025-10-05 0.208295 0.373768 0.799080 2.707002 54.236292 NaN NaN
2025-10-12 0.202425 0.367209 0.800433 2.850941 83.411089 NaN NaN
2025-10-19 0.193858 0.353553 0.778122 2.843010 104.165554 NaN NaN
2025-10-26 0.183941 0.335957 0.741349 2.727834 106.884027 NaN NaN
2025-11-02 0.178240 0.327918 0.733240 2.796399 160.331099 NaN NaN
2025-11-09 0.174337 0.323827 0.736961 2.951788 331.983598 NaN NaN